AN AI WORKSPACE FOR AMBITIOUS WRITERS
Go further with your writing.Keep every idea your own.
From first idea to final draft, Akston helps you think through your writing, research with real sources, and review every page. You decide what to say and how to say it.
THE PROBLEM WITH AI WRITING
Readers came for your thinking. Don’t give them Claude’s.
Working with AI should make your writing better. Too often, it does the opposite: it drafts before you've worked out what you mean and agrees when you need a challenge. What comes out is fluent, but it isn't yours.
The right kind of AI helps you think the piece through. It asks questions, finds sources, and shows you where the draft falls short, so what reaches your readers is still your thinking.
Inside the workspace
Writing happens in stages. Akston meets you at each one.
Evidence, objections, and suggestions arrive as you work. Each one sits beside your draft until you choose what to keep.
Plan
Dome-Headed Dinosaurs
The dome skull was built for ritualized combat, not display.
Documents
Research & Sources
Plan
Dome-Headed Dinosaurs
Research needsHow much force could a Pachycephalosaurus dome withstand in a head-to-head collision? I need the CT-scan and finite-element findings on bone density and force distribution—the technical analysis, not popular summaries.
Start researchWhat do healed fractures and lesions across pachycephalosaur specimens reveal about how often these animals fought—and how does the damage compare to modern head-butting species like bighorn sheep?
View research · 8 sourcesIs head-butting still the scientific consensus, or do some paleontologists argue the dome was mainly for display and species recognition? Need the current debate and who holds which position.
Start researchHow did dome and neck anatomy change as Pachycephalosaurus matured? Specifically whether juveniles had flatter skulls, and what that implies about when combat behavior actually began.
Start researchEach run executes server-side—keep planning or writing while it works.
Draft
The Mystery of the Dome-Headed Dinosaur
If the dome was just for display, you wouldn’t expect to find healed fractures. But we do—over and over.
Nobody has ever found two of them locked mid-fight.
So why didn't they kill each other? The answer is in the architecture. The dome wasn't a solid block of bone—it was a layered shock absorber, dense at the surface and spongy underneath, built to spread a blow across the whole skull instead of driving it into the brain.
The neck tells the same story. Thick, fused vertebrae and oversized muscle attachments would have braced the head against impact, holding the spine in line through a collision that might otherwise have snapped it. Every part of the animal, from the dome down, looks tuned for taking a hit.
We tend to picture dinosaurs as pure predators, locked in a permanent arms race of tooth and claw. The dome-heads complicate that. They were built for conflict, yes—but conflict with their own kind, fought by rules old enough to be written into bone.
I’m trying to say the evidence all points to head-butting, without overclaiming. Give me a few options?
Deep review
A fresh read of your whole draft—fact-checking important claims, flagging weak spots, and proposing line edits.
Summary
The argument holds. Reinforced bone, healed fractures, and sexual dimorphism build steadily toward ritualized combat, and the structure carries the reader through.
Two things before publishing: the dome’s thickness is overstated against the sources, and a few sentences run long. Fix the one claim and tighten the prose, and it’s ready.
Findings
Draft
The Mystery of the Dome-Headed Dinosaur
CT scans and finite element analysis show the skull was remarkably well-suited for head-to-head collisions. The dome itself was solid bone, up to 10 inches thick.
Several specimens show healed fractures and lesions on their domes, consistent with repeated collisions. The damage patterns are mirroring the ones that we see in the head-butting animals of today.
Put together, the evidence reads less like decoration and more like armor built for a purpose.
Built for thoughtful writers
You want AI to work with you, not in place of you.
- You’ve seen what AI can do, and you want that for your writing.
- You like AI best when it catches what you missed.
- You want your writing to reflect your thinking.
- You’d rather keep AI out of your writing entirely.
- You want AI to tell you it’s great.
- You want an AI to do the thinking for you.
How it works
More ambitious work, still entirely yours.
Research
Take on the subject that needs forty sources, not four
Akston reads them with you, shows what each one actually says and where they disagree, and holds every claim in your draft to the source behind it.
Review
An editorial eye on everything you write.
Akston reads the whole piece the way a sharp editor would: argument, audience, evidence, and prose together. It flags only what matters, so what you publish holds up to your most demanding reader.
Memory
Build on your ideas with the full context of your work.
Akston asks the questions that move an idea forward, remembers what you have been circling, and takes notes as you go, so you end up somewhere you would not have reached alone.
Before you start
Frequently asked questions.
Start writing today.
Akston is a new kind of writing workspace—one that keeps up with your thinking, from research to final draft.